SQR Lab LogoCSCI 6100G: Applications of AI to Software Engineering & Education

Computer Science – Ontario Tech University

CSCI 6100G: Applications of AI to Software Engineering & Education

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Resources & Links

Machine Learning

  • Peter Flach. “Machine Learning: The   Art and Science of Algorithms that Make Sense of Data.” 2012.
    Machine Learning (book cover)
  • Sunila Gollapudi. “Practical Machine Learning.” 2016.
    Practical Machine Learning (book cover)
  • Ethem Alpaydin. “Introduction to Machine Learning, 3/E.” 2014.
    Intro to Machine Learning (book cover)
  • Mehryar Mohri, Afshin Rostamizadeh, Ameet Talwalkar. “Foundations of Machine Learning.” 2012.
    Foundations of Machine Learning (book cover)
  • Miroslav Kubat. “An Introduction to Machine Learning.” 2017.
    Intro to Machine Learning (book cover)
  • WEKA 3 – machine learning software

Meta-Heuristic Search

  • Gunther Zapfel, Roland Braune,   Michael Bogl. “Metaheurustic Search  Concepts: A Tutorial with Applications to Production and Logistics.” 2010.
    Metaheuristic Search Concepts (book cover)
  • David E. Goldberg. “Genetic Algorithms in Search Optimization and Machine Learning.” 2008.
    Genetic Algorithms (book cover)
  • Lawrence Davis. “Handbook of Genetic Algorithms.” 1991.
    Handbook of Genetic Algorithms (book cover)
  • Metaheuristic Network

AI/Software Engineering Conferences & Workshops

  • International Symposium on Search-Based Software Engineering (SSBSE)
  • The Software Engineering for Machine Learning Applications International Symposium (SEMLA)
  • Search-Based Software Testing Workshop (SBST)
  • International Workshop on Realizing Artificial Intelligence Synergies in Software Engineering (RAISE)
  • Workshop on Machine Learning for Software Engineering (ML4SE)
  • International Workshop on Software Engineering Intelligence (SEI)

INSTRUCTOR

Dr. Jeremy S. Bradbury
email: jeremy.bradbury@uoit.ca
office hours (in UA4016):
TBD
otherwise by appointment.

LECTURES

Thursdays 9:40am-12:30pm

SLACK

https://csci6100g.slack.com

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